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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
Nello Cristianini, John Shawe-Taylor你有多喜歡這本書?
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This is the first comprehensive introduction to Support Vector Machines (SVMs), a new generation learning system based on recent advances in statistical learning theory. Students will find the book both stimulating and accessible, while practitioners will be guided smoothly through the material required for a good grasp of the theory and its applications. The concepts are introduced gradually in accessible and self-contained stages, while the presentation is rigorous and thorough. Pointers to relevant literature and web sites containing software make it an ideal starting point for further study.
年:
2013
出版商:
Cambridge University Press
語言:
english
頁數:
204
ISBN 10:
0511801386
ISBN 13:
9780511801389
文件:
PDF, 10.28 MB
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IPFS:
CID , CID Blake2b
english, 2013
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